API cost decision in 10 seconds

NewMoonshotAI Kimi Latest vs INTELLECT-3

Pick INTELLECT-3 for lower cost; pick MoonshotAI Kimi Latest only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick INTELLECT-3 for lower cost; pick MoonshotAI Kimi Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $2.48 for MoonshotAI Kimi Latest, saving $1.73 (69.7% lower).

Cost-first pickINTELLECT-3
Context-first pickMoonshotAI Kimi Latest
Sample savings$1.7369.7%
10x traffic gap$17.25

MoonshotAI Kimi Latest has more context, but INTELLECT-3 saves $1.73 on the standard workload. At 10x that traffic, the same price gap is about $17.25. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

INTELLECT-3 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickMoonshotAI Kimi LatestINTELLECT-3
Input-heavy / RAG5M input + 500K outputINTELLECT-3$5.39$1.55
Balanced workload1M input + 1M outputINTELLECT-3$4.22$1.3
Output-heavy chatbot1M input + 5M outputINTELLECT-3$18.18$5.7
Cheaper input INTELLECT-3 $0.73 vs $0.2 / 1M

INTELLECT-3 is $0.53 cheaper per 1M input tokens (72.6% lower; 3.65x difference).

Cheaper output INTELLECT-3 $3.49 vs $1.1 / 1M

INTELLECT-3 is $2.39 cheaper per 1M output tokens (68.5% lower; 3.17x difference).

Larger context MoonshotAI Kimi Latest 262.14K vs 131.07K

MoonshotAI Kimi Latest has 131.07K more context (2x larger).

Sample workload INTELLECT-3 $2.48 vs $0.75

INTELLECT-3 is $1.73 cheaper on the standard workload (69.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
MoonshotAI Kimi Latest Calculating… Estimated API cost
INTELLECT-3 Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

INTELLECT-3 has the lower input price; INTELLECT-3 has the lower output price; MoonshotAI Kimi Latest offers the larger context window. For the 1M input plus 500K output sample, INTELLECT-3 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $2.48 for MoonshotAI Kimi Latest and $0.75 for INTELLECT-3.

Best Fit

Choose MoonshotAI Kimi Latest when you care most about larger context window.

Choose INTELLECT-3 when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $2.48 for MoonshotAI Kimi Latest, saving $1.73 (69.7% lower).
  • INTELLECT-3 is $1.73 cheaper on the standard workload (69.7% lower).
  • INTELLECT-3 is $0.53 cheaper per 1M input tokens (72.6% lower; 3.65x difference).
  • INTELLECT-3 is $2.39 cheaper per 1M output tokens (68.5% lower; 3.17x difference).
  • MoonshotAI Kimi Latest has 131.07K more context (2x larger).
Head-to-Head Specs
FeatureNewMoonshotAI Kimi Latest
(MoonshotAI)		INTELLECT-3
(Prime Intellect)
Input Price
prompt tokens per 1M		$0.73$0.2
Completion Price
per 1M tokens		$3.49$1.1
Sample Workload Cost
1M input + 500K output		$2.48$0.75
Context Window262.14K131.07K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionINTELLECT-3On the standard 1M input plus 500K output workload, INTELLECT-3 is estimated at $0.75 vs $2.48 for MoonshotAI Kimi Latest, saving $1.73 (69.7% lower).
High-volume input processingINTELLECT-3Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsINTELLECT-3Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workMoonshotAI Kimi LatestA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • Kimi K2.5 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.35.
  • Kimi K2 0711 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.72.
  • Kimi K2 Thinking can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
  • Kimi K2 0905 can replace MoonshotAI Kimi Latest when lower sample workload cost matters most: $1.85.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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MoonshotAI catalog

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Prime Intellect catalog

Check other Prime Intellect models with comparable pricing, context, or release timing.

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MoonshotAI Kimi Latest

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INTELLECT-3

INTELLECT-3 is a 106B-parameter Mixture-of-Experts model (12B active) post-trained from GLM-4.5-Air-Base using supervised fine-tuning (SFT) followed by large-scale reinforcement learning (RL). It offers state-of-the-art performance for its size across math,...